Amazon
AIF-C01 · Question #358
A company wants to classify images of different objects based on custom features extracted from a dataset. Which solution will meet this requirement with the LEAST development effort?
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Submitted by parkjh· Mar 30, 2026Modeling
Question
A company wants to classify images of different objects based on custom features extracted from a dataset. Which solution will meet this requirement with the LEAST development effort?
Options
- AUse traditional ML algorithms with custom features extracted from the dataset.
- BUse a pre-trained deep learning model. Fine-tune the model on the dataset.
- CUse a generative adversarial network (GAN) model to classify the images.
- DUse a support vector machine (SVM) with manually engineered features for classification.
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Topics
#Image Classification#Deep Learning#Pre-trained Models#Fine-tuning